Rony Soliman

• • Architected and governed an AI operating model to steer portfolio prioritization and drive adoption, delivering decision ready intelligence grounded in rigorous risk factor analysis.

• • Engineered end-to-end Machine Learning pipelines tailored to the KYC portfolio, automating complex Target Operating Models (TOM) & translating them into dynamic, insight-rich Power BI dashboards.

• • Spearheaded the validation of emerging AI technologies, designing & implementing A/B testing frameworks to confirm Target Operating Model (TOM) integrity & ensure results were driven by genuine signals, not statistical noise.

• • Developed & deployed automated internal tools, creating responsive web interfaces with JavaScript and powering them with robust Python back-end scripts to streamline workflows.

• • Architected complex SQL queries to aggregate & synthesize essential data, powering Power BI dashboards that provided executive-level visibility into key metrics across Udacity's services.

• • Forged strong collaborative partnerships with data analysts to establish business benchmarks, ensuring all analytical outputs remained aligned with the most current compliance & business standards.

• • Constructed a Credit Risk System using Random Forest & SVM models to measure the credit risk score for each user. Implemented KNN technique as an advanced imputation technique, then applying performance metrics to measure the quality of the model.